Actuarial topic · Investments and risk

ALM and interest rates

A life insurer, a pension fund and an Afore share a problem: they promise payments many years out and back them with assets whose value depends on interest rates. This guide explains how that risk is measured and controlled with duration, convexity and immunization, which models describe interest rate dynamics and how it all applies in Mexico, from the Banxico curve to the matching required by the CNSF (National Insurance and Surety Commission).

6.50%
Banxico target rate (Oct. 2026)
9.35%
10-year Bono M (auction of Sep. 22, 2026)
3.5% real
cap on the technical interest rate for pension annuities
IntroductionWhat ALM isDuration and convexityDuration gapImmunizationVasicek and CIRThe curve in MexicoCalculatorWorked exampleIn MexicoCommon mistakesFAQFurther reading
01

Introduction

Asset liability management (ALM) is the discipline that coordinates investment decisions with the nature of the obligations. It does not seek the highest-yielding portfolio, but the one that makes it possible to pay what was promised with the lowest probability of surprises, given a risk appetite and a set of regulatory constraints.

The central risk is interest rate risk. If an insurer sells 30-year life annuities and backs them with 5-year instruments, a fall in rates forces it to reinvest maturing assets at yields below those promised: this is reinvestment risk. If it does the opposite and makes its assets longer than its liabilities, a rise in rates reduces the market value of its portfolio by more than the value of its obligations. In both cases the economic surplus, the difference between assets and liabilities valued on the same curve, moves.

For the actuary, ALM is where technical reserves, the capital requirement, the mortality tables that define the cash flows and the valuation of employee benefits all meet. The tools are the same in every case: project cash flows, discount them with an appropriate curve and measure how value changes when the curve moves.

02

ALM in insurers, pension funds and Afores

Although the principle is the same, each institution faces a different liability profile, and that changes what it means to be well matched.

INSURERS

Long, contractual liabilities

In traditional life and annuity business, cash flows depend on mortality, lapses and surrenders, and can extend for decades. In property and casualty the liabilities are short, but the IBNR reserve has a duration of several years in lines such as liability. The LISF (Insurance and Surety Institutions Law) requires the investment policy to maintain maturity and interest rate matching between assets and liabilities.

PENSION FUNDS

Obligations sensitive to the discount rate

A defined benefit plan recognizes its obligation using a market discount rate. When rates fall, the obligation grows and, if plan assets are short, the net liability increases. Liability-driven investment (LDI) lengthens the assets so that both sides move together.

AFORES

Defined contribution, risk borne by the worker

In a SIEFORE there is no guaranteed liability: the balance belongs to the worker. The ALM problem shifts to the investment glide path by age. Generational SIEFORES, in place since December 2019, assign each worker a fund by year of birth that becomes more conservative as retirement approaches.

In all three cases the analysis starts the same way: a projection of liability cash flows by year (or month), a discount curve and a description of the asset cash flows. What changes is the metric being protected: economic surplus in an insurer, funded status in a pension plan or the expected replacement rate in an individual account (see pensions and the pension simulator).

03

Duration and convexity

Macaulay duration is the average time of the cash flows weighted by their present value. For a zero-coupon bond it equals the maturity; for a coupon bond it is shorter than the maturity, because part of the value is received earlier. Modified duration measures the percentage sensitivity of price to a small change in yield: if a bond has a modified duration of 6, a 50 basis point rise reduces its price by about 3%.

Duration is a linear approximation. The price-yield relationship is convex, so the tangent line underestimates price whether rates rise or fall. Convexity captures that curvature and is larger the more spread out in time the cash flows are. Two portfolios with the same duration can have very different convexities: a maturity ladder concentrated near the duration (bullet strategy) has less convexity than one combining very short and very long maturities (barbell strategy).

When cash flows depend on interest rates, as in a callable bond, a mortgage with prepayment or an insurance policy with surrenders, the analytical formula no longer applies. Effective duration is used instead: the instrument is revalued with the curve shifted up and down, letting the cash flows respond to each scenario, and the numerical slope is computed. It is the appropriate measure for life liabilities with policyholder options.

Price, Macaulay duration and modified duration
\[P=\sum_{t} CF_t\,v^{t},\quad v=\frac{1}{1+y},\qquad D_{Mac}=\frac{1}{P}\sum_{t} t\,CF_t\,v^{t},\qquad D_{mod}=\frac{D_{Mac}}{1+y}=-\frac{1}{P}\frac{dP}{dy}\]

CFt is the cash flow in year t and y the annual effective yield. With semiannual compounding, as for Bonos M, the divisor is 1 + y/2. With a continuous force of interest δ, modified duration equals Macaulay duration.

Convexity and the second-order approximation
\[C=\frac{1}{P}\frac{d^2P}{dy^2}=\frac{1}{P}\sum_t t(t+1)\,CF_t\,v^{t+2},\qquad \frac{\Delta P}{P}\approx -D_{mod}\,\Delta y+\tfrac12\,C\,(\Delta y)^2\]

The convexity term always adds when C is positive, regardless of the sign of Δy. That is why, between two portfolios with equal duration, the more convex one comes out ahead under large shocks in either direction.

Effective duration and convexity
\[D_{ef}=\frac{P_{-}-P_{+}}{2\,P_0\,\Delta y},\qquad C_{ef}=\frac{P_{-}+P_{+}-2P_0}{P_0\,(\Delta y)^2}\]

P− and P+ are the values with the curve shifted by −Δy and +Δy, recalculating any rate-dependent cash flows (prepayments, surrenders, profit sharing). For fixed cash flows and small shocks it equals modified duration.

04

Duration gap and surplus sensitivity

Economic surplus is S = A − L, with assets and liabilities valued on the same curve. Its sensitivity depends on the peso duration of each side, that is, value multiplied by modified duration. If the peso duration of assets exceeds that of liabilities, surplus falls when rates rise; if it is lower, surplus falls when rates fall. The second situation is typical of life annuity portfolios and mature pension plans, because the liabilities are longer than the bonds available.

The duration gap summarizes that exposure in years. When there is a surplus, equal durations are not enough: a portfolio with DA = DL and A > L still has more peso duration on the asset side. To neutralize the surplus against parallel shocks requires DA = (L/A)·DL, whereas protecting the funding ratio A/L requires DA = DL. Choosing which of the two to protect is a risk appetite decision that should be documented.

An operational measure is the surplus DV01: how many pesos it changes per basis point. Investment committees use it to set limits, for example, that a 100 basis point move may not consume more than a certain percentage of the solvency margin.

Duration gap and change in surplus
\[DG=D^{A}_{mod}-\frac{L}{A}\,D^{L}_{mod},\qquad \Delta S\approx -\left(A\,D^{A}_{mod}-L\,D^{L}_{mod}\right)\Delta y+\tfrac12\left(A\,C_A-L\,C_L\right)(\Delta y)^2\]

The first bracket is the peso duration of the surplus; divided by 10,000 it gives the DV01. The second is the peso convexity of the surplus. If DG = 0 and peso convexity is positive, surplus is at a local minimum at the current curve.

05

Redington immunization, cash flow matching and key rate durations

Frank Redington, a British actuary, formulated the theory of immunization in 1952: choose assets so that surplus does not decrease under a small parallel change in interest rates. His three conditions are that the present value of assets equal that of liabilities, that their durations coincide and that asset cash flows be more spread out around that duration than liability cash flows, which is equivalent to greater convexity.

The proof is short. With force of interest δ, let S(δ) = A(δ) − L(δ). Expanding in a Taylor series around the current rate δ0, the first condition gives S(δ0) = 0, the second makes the first derivative vanish and the third makes the second derivative positive. Then δ0 is a local minimum of S and any small move, up or down, leaves a non-negative surplus.

Redington conditions
\[\text{(1)}\;\sum_t a_t e^{-\delta t}=\sum_t l_t e^{-\delta t},\qquad \text{(2)}\;\sum_t t\,a_t e^{-\delta t}=\sum_t t\,l_t e^{-\delta t},\qquad \text{(3)}\;\sum_t t^2 a_t e^{-\delta t}>\sum_t t^2 l_t e^{-\delta t}\]

at and lt are the asset and liability cash flows. Given (1) and (2), condition (3) is equivalent to the present-value-weighted variance of the payment times being greater for assets: assets must be more dispersed than liabilities.

Proof by Taylor series
\[S(\delta_0+\varepsilon)=S(\delta_0)+\varepsilon\,S'(\delta_0)+\tfrac{\varepsilon^2}{2}\,S''(\delta_0)+O(\varepsilon^3),\quad S'(\delta)=-\sum_t t\,(a_t-l_t)e^{-\delta t},\quad S''(\delta)=\sum_t t^2(a_t-l_t)e^{-\delta t}\]

With S(δ0) = 0 and S′(δ0) = 0, the sign of S(δ0 + ε) is determined by S″(δ0) > 0, which is condition (3). The result is local: it holds for small parallel shocks, not for changes in slope.

Immunizing portfolio with two bonds
\[w_1+w_2=1,\qquad w_1 D_1+w_2 D_2=D_L\;\;\Longrightarrow\;\; w_1=\frac{D_L-D_2}{D_1-D_2}\]

With an amount invested equal to L. If DL lies between D1 and D2, both weights are positive and the barbell mix usually satisfies the third condition. If DL lies outside the interval, the solution requires a short position, normally prohibited for regulated institutions.

Immunization has well-known limitations. It erodes with the passage of time and with every rate move, because asset and liability durations do not age at the same pace, so it requires rebalancing. It assumes parallel shifts in a flat curve, while the real curve changes in level, slope and curvature. And it offers no protection against risks unrelated to interest rates: issuer default, changes in mortality or mass surrenders.

Cash flow matching is the most demanding alternative: buying assets whose cash flows replicate the expected liabilities year by year. It eliminates reinvestment and interest rate risk for certain cash flows, but it is expensive, requires instruments at every maturity and in the right currency, and does not resolve the uncertainty in the liabilities themselves. In practice the two are combined: cash flow matching for the early years and duration control for the long tail.

To capture changes in slope, partial durations or key rate durations (KRD) are used. Key maturities on the curve are chosen (for example 1, 3, 5, 10, 20 and 30 years), a single key point is shifted, interpolating its effect linearly to the neighboring points, and the relative change in value is measured. The sum of the KRDs is approximately the effective duration. Matching asset and liability KRDs point by point also protects against twists in the curve.

Key rate duration at key maturity k
\[KRD_k=-\frac{1}{P}\,\frac{P(y+\Delta y\,e_k)-P(y-\Delta y\,e_k)}{2\,\Delta y},\qquad \sum_k KRD_k\approx D_{ef}\]

ek is a triangular shock equal to 1 at key maturity k that decreases linearly to 0 at the neighboring key maturities. Regulatory mismatch metrics and internal capital models usually work with shocks of this kind or with principal components of the curve.

06

Short rate models: Vasicek and CIR

Duration answers what happens if the rate changes; stochastic models answer how likely it is to change. The most widely used in actuarial education are mean-reverting short rate models, in which the instantaneous rate rt tends toward a long-term level b at speed a. They make it possible to simulate economic scenarios for dynamic solvency testing, value guarantees and obtain closed-form curves for zero-coupon bonds.

In the Vasicek model (1977) volatility is constant, which gives simple formulas and a normal distribution for rt, but allows negative rates. In the Cox, Ingersoll and Ross model (CIR, 1985) volatility is proportional to the square root of the rate, which rules out negative values if the Feller condition holds. Both are affine: the zero-coupon bond price is exponential in the short rate, so the entire curve is determined by rt and the parameters.

Neither reproduces the observed curve exactly with constant parameters. For derivative valuation, extensions that fit it by construction, such as Hull and White, are preferred; for long-term ALM scenarios, two- or three-factor models or economic scenario generators calibrated to history and to the current curve are used.

Vasicek: dynamics and zero-coupon bond price
\[dr_t=a\,(b-r_t)\,dt+\sigma\,dW_t,\qquad P(t,T)=A(\tau)\,e^{-B(\tau)\,r_t},\quad \tau=T-t\] \[B(\tau)=\frac{1-e^{-a\tau}}{a},\qquad \ln A(\tau)=\frac{\left(B(\tau)-\tau\right)\left(a^2 b-\sigma^2/2\right)}{a^2}-\frac{\sigma^2 B(\tau)^2}{4a}\]

The future rate is normal with mean b + (r0 − b)e−at and variance σ²(1 − e−2at)/(2a). The long-term rate of the curve is b − σ²/(2a²): convexity causes the curve to flatten below b at very long maturities.

CIR: dynamics and zero-coupon bond price
\[dr_t=a\,(b-r_t)\,dt+\sigma\sqrt{r_t}\,dW_t,\qquad \gamma=\sqrt{a^2+2\sigma^2}\] \[B(\tau)=\frac{2\left(e^{\gamma\tau}-1\right)}{(\gamma+a)\left(e^{\gamma\tau}-1\right)+2\gamma},\qquad A(\tau)=\left[\frac{2\gamma\,e^{(a+\gamma)\tau/2}}{(\gamma+a)\left(e^{\gamma\tau}-1\right)+2\gamma}\right]^{2ab/\sigma^2}\]

With the same form P = A e−B r. If 2ab ≥ σ² (the Feller condition) the rate never reaches zero. With a = 0.25, b = 8.5%, σ = 0.05 and r0 = 6.5%, the 10-year yield is 7.70%, very close to Vasicek with equivalent volatility.

07

The yield curve and the discount rate in Mexico

The risk-free peso curve is built from Federal Government securities: CETES (zero coupon up to one year, plus two-year issues), Bonos M (fixed rate with semiannual coupons, 3 to 30 years) and Udibonos (real rate, denominated in UDIs, which adjust with inflation). Banxico, as the government's financial agent, publishes the results of the weekly auction, and authorized pricing vendors such as Valmer and PiP build complete daily curves from those and other market transactions.

The table brings together the most recent primary yields available as of October 16, 2026. Not every maturity is auctioned every week, so the dates differ; for formal work it is better to use a pricing vendor's daily curve with a single cutoff date.

InstrumentMaturityYieldAuction date
Banxico target rate1 day6.50%in effect as of Oct. 16, 2026
CETES28 days6.25%Oct. 13, 2026
CETES91 days6.55%Oct. 13, 2026
CETES182 days6.79%Oct. 13, 2026
CETES364 days7.11%Oct. 13, 2026
Bono M3 years8.00%Oct. 13, 2026
Bono M10 years9.35%Sep. 22, 2026
Bono M20 years9.94%Oct. 6, 2026
Bono M30 years10.15%Sep. 29, 2026
Udibono (real rate)10 years5.00%Sep. 29, 2026
Udibono (real rate)20 years4.82%Oct. 6, 2026
Udibono (real rate)30 years4.76%Oct. 13, 2026

Source: Banco de México indicators and monetary policy announcements; auction results reported by Monex using Banxico data. The UDI was worth 8.856619 pesos on October 16, 2026 and annual headline inflation for September 2026 was 3.45%, according to the Banxico indicators dashboard.

Three takeaways for ALM. First, the curve is steeply upward sloping: from 6.25% at 28 days to 10.15% at 30 years, about 390 basis points. Anyone funding long liabilities with short assets forgoes that term premium and is exposed to the short rate continuing to fall: Banxico cut its target by 25 basis points on May 7, 2026 and has held it at 6.50% since then, most recently on September 24. Second, the spread between the 10-year Bono M and Udibono suggests implied inflation of about 4.1% a year, by the Fisher relation (1.0935 / 1.0500 − 1), although with different dates and without netting out inflation risk and liquidity premiums. Third, the long end of the real curve is scarce and illiquid, which makes matching UDI-denominated life annuities more expensive.

Discount rate for reserves. Under the LISF, the best estimate of the unearned premium reserve and the reserve for outstanding obligations is discounted with the market risk-free interest rate curves for each currency or monetary unit supplied by the pricing vendor the institution has contracted, in accordance with the criteria in Annex 5.1.3-a of the CUSF (Single Insurance and Surety Circular) (Provision 5.1.3, section II). In other words, there is no fixed technical interest rate: the reserve moves with the market and ALM must reflect that. Pension insurance arising from the social security laws is the relevant exception, with a real technical interest rate (see the In Mexico section).

Discount rate for NIF D-3. For employee benefit obligations, NIF D-3 allows discounting with the government bond curve or with the curve of high-quality corporate bonds that have a deep market, with a term consistent with the duration of the obligation; IAS 19 starts from high-quality corporate bonds and falls back on government bonds when there is no deep market for the former. In Mexico the Bonos M curve is customary for nominal assumptions. The details are in the employee benefits guide; for ALM what matters is that this rate defines the liability against which the fund is measured.

08

Interactive calculator

Lab

Duration, convexity and immunization of a block of liabilities

Enter the liability cash flows for the next 10 years (in millions of pesos) and two bonds with annual coupons and a face value of 100. The calculator values at a flat rate, measures the gap, reprices the surplus under parallel shocks and finds the weights that satisfy Redington's first two conditions.

Year12345678910
Liability
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PV of liabilities
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Liability Macaulay / modified duration
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Liability convexity
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PV of assets (surplus)
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Asset Macaulay / modified duration
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Asset convexity
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Modified duration gap (years)
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Surplus DV01 (millions per bp)
Parallel shockExact ΔSDuration onlyDuration and convexityApproximation error
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Immunizing weight in bond 1 / bond 2
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Amount in bond 1 / bond 2 (millions)
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Immunized convexity vs liabilities
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Redington's third condition

Lab

Vasicek path simulator

Simulates the short rate using the model's exact transition and a fixed seed, so results are reproducible. Compares the closed-form zero-coupon bond price with the Monte Carlo estimate \(E\left[e^{-\int_0^T r_s\,ds}\right]\) using 2,000 monthly paths.

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P(0,T) closed form
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Zero-coupon yield at T
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P(0,T) Monte Carlo (standard error)
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Long-term rate b − σ²/(2a²)
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Probability that rT < 0

09

Worked example: gap, shocks and immunization of an annuity block

An insurer has a closed block of temporary annuities with expected payments, in millions of pesos, of 120, 115, 110, 105, 100, 95, 90, 85, 80 and 75 in years 1 to 10. It values at a flat annual effective rate of 9% and has two bonds with a face value of 100: one maturing in 3 years with an 8% coupon and another maturing in 20 years with a 10% coupon, both paying annual coupons. It holds a surplus of 5% of the value of the liabilities, invested half and half in the two bonds. These are the calculator's default values.

  1. Liabilities: the present value is 648.26. Macaulay duration is 4.404 years, modified duration 4.404 / 1.09 = 4.041 and convexity 26.31.
  2. Bonds: the 3-year bond is worth 97.47, with duration 2.780 and convexity 9.12; the 20-year bond is worth 109.13, with duration 9.768 and convexity 126.04. The first trades below par because its coupon is below the yield; the second trades above par.
  3. Assets: A = 648.26 × 1.05 = 680.67, so the surplus is 32.41. With the 50/50 mix, duration is 6.274 (modified 5.756) and convexity 67.58. The modified duration gap is 5.756 − (648.26 / 680.67) × 4.041 = 1.908 years: the assets are considerably longer than the liabilities.
  4. Peso duration of the surplus: 680.67 × 5.756 − 648.26 × 4.041 = 1,298.5, that is, a DV01 of 0.130 million per basis point. For +100 bp, the linear approximation predicts −12.99; adding peso convexity (680.67 × 67.58 − 648.26 × 26.31 = 28,942.9), the prediction is −12.99 + ½ × 28,942.9 × 0.01² = −11.54. Exact revaluation gives −11.63.
  5. Larger shocks: at +200 bp the surplus falls by 20.91 (approximation −20.18); at −100 bp it rises by 14.54 and at −200 bp by 32.65. The asymmetry is convexity: gains from falling rates exceed losses from rises of the same size.
  6. Immunization with an amount equal to the liabilities: w1 = (4.404 − 9.768) / (2.780 − 9.768) = 0.7676, w2 = 0.2324. 497.59 is invested in the short bond and 150.67 in the long bond. Portfolio convexity is 36.29 against 26.31 for the liabilities, so the third condition holds. The surplus, zero today, ends at +0.36 at −100 bp, +0.29 at +100 bp, +1.60 at −200 bp and +1.05 at +200 bp.
Lesson: The 50/50 portfolio was not wrong because it was risky, but because it was an unstated bet that rates would fall. Immunization removes that bet using the same two bonds and, thanks to the dispersion of the barbell mix, turns parallel shocks into small gains. Those gains disappear if the curve steepens or flattens, which is exactly what key rate durations measure.
10

ALM and interest rates in Mexico

The Mexican framework does not prescribe a single ALM metric, but it requires ALM in several ways. Article 247 of the LISF requires the investment policy, approved by the board of directors, to invest assets consistently with the nature, duration and currency of the obligations, with adequate maturity and interest rate matching and an appropriate liquidity ratio. The CUSF develops this in Title 8: Provision 8.1.3 requires a description of the mechanisms for mismatch risk, considering at least duration, currency, interest rate, exchange rate, price indices and valuation criteria, and Provision 8.17.2 defines matching as a structural correspondence in which liability positions are covered by equivalent offsetting asset positions. Asset selection is the responsibility of an investment committee (article 248), and coverage of the Investment Base is verified under the regime described in the solvency guide, where mismatch is also among the risks the RCS must capture.

Pension insurance arising from the social security laws is the most intensive ALM case in the country. Life annuities are paid in UDIs, and the pension policy reserve is calculated with a real technical interest rate: for policies under the Nuevo Esquema Operativo (New Operating Scheme) it is the discount rate implied in the offer if it is less than or equal to 3.5% real, and 3.5% if the offer used a higher rate (Provision 5.8.4); earlier policies are valued at 3.5% real. Provision 5.8.13 allows, with prior CNSF authorization, the offer rate to be used in the time buckets where asset cash flows cover liability cash flows, which explicitly rewards matching. And the investment fluctuation reserve (Chapter 5.11) is funded with 25% of the excess of real returns over the minimum creditable returns, as a cushion against falling yields.

Reinvestment risk in these portfolios is structural: the liabilities extend beyond the available Udibono maturities, so part of the cash flows in the fourth and fifth decades will be reinvested at unknown rates. If the real rate falls below the technical rate, the reserve becomes inadequate; if the insurer offered annuities at a high rate to win the case, its margin depends on sustaining that yield for decades.

LISF, articles 247 to 255

Investment policy with maturity and interest rate matching, investment committee, coverage of the Investment Base and penalties for shortfalls.

CUSF, Provision 5.1.3

Best estimate discounted with market risk-free curves by currency, supplied by the contracted pricing vendor (Chapter 22.2).

CUSF, Chapters 5.8 to 5.11

Pension insurance reserves in UDIs, real technical interest rate of up to 3.5%, treatment of matched time buckets and the investment fluctuation reserve.

CUSF, Title 8

Investment policy, mismatch risk (8.1.3), definition of matching and liquidity (8.17) and limits by asset type.

CONSAR and generational SIEFORES

Since December 2019 each worker's savings have been invested in the SIEFORE for their generation, with a glide path that reduces risk as retirement approaches.

11

Common mistakes

Equating durations when there is a surplus

If A > L and DA = DL, the surplus remains exposed because the peso duration of the assets is greater. Decide what you are protecting, surplus or funding ratio, and calibrate the target duration accordingly.

Treating liabilities with options as fixed cash flows

Surrenders, prepayments and profit sharing change with interest rates. Analytical duration overstates or understates sensitivity; use effective duration with scenarios that let the cash flows respond.

Relying on parallel shocks

A portfolio immunized against parallel shifts can lose heavily when the curve steepens. Supplement it with key rate durations and with slope and curvature scenarios.

Mixing curves for assets and liabilities

Valuing liabilities at a technical interest rate and assets at market produces an accounting surplus that does not behave like the economic one. To measure risk, both sides must be valued on the same curve.

12

Frequently asked questions

What is the difference between Macaulay duration and modified duration?
Macaulay duration is the average time of the cash flows weighted by their present value and is measured in years. Modified duration is Macaulay duration divided by one plus the yield per period, and it measures the percentage change in price for a one-unit change in yield. Modified duration is used to estimate sensitivity; Macaulay duration to compare maturities.
Why does Redington's third condition require more convexity in the assets?
Because with equal values and durations, the second derivative of the surplus with respect to the rate is the difference in peso convexities. If it is positive, the current rate is a local minimum of the surplus and any small parallel shock increases it. If it were negative, the surplus would be at its maximum today and any move would reduce it.
What rate is used to discount technical reserves in Mexico?
The best estimate is discounted with the market risk-free interest rate curves for each currency or monetary unit supplied by the pricing vendor contracted by the institution, in accordance with Provision 5.1.3 of the CUSF. Social security pension insurance uses a real technical interest rate of up to 3.5% under Chapter 5.8.
Vasicek or CIR for an ALM model?
Vasicek is simpler and has closed-form formulas for almost everything, but it allows negative rates. CIR avoids negative rates when the Feller condition holds, and its volatility rises with the level of rates, which is closer to Mexican history. For long-term scenarios, two- or multi-factor models calibrated to the current curve are generally used.
What is reinvestment risk in UDI-denominated life annuities?
It is the risk that asset coupons and maturities are reinvested at real rates below those assumed in pricing. Because the liabilities extend beyond the available Udibonos, part of the future cash flows will certainly be reinvested at unknown rates; if the real rate falls below the technical rate, the reserve becomes inadequate.
13

Further reading

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