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Responding to an LLM provider block in the first 48 hours

Responding to an LLM provider block in the first 48 hours

Leave a Comment / Operations / Talib Askari

Provider blocks your LLM access. Follow a tested 0–48 hour runbook to isolate affected flows, switch to a pre-configured fallback, serve cached responses

Responding to an LLM provider block in the first 48 hours Read More »

Demand the right LLM uptime SLA for your automations

Demand the right LLM uptime SLA for your automations

Leave a Comment / Contracts & Risk / Talib Askari

Push outage risk onto the vendor with clear SLA targets, failover, measurement and remedies so your automation keeps running and costs stay predictable.

Demand the right LLM uptime SLA for your automations Read More »

How to rollback multi-system automations without wrecking ops

How to rollback multi-system automations without wrecking ops

Leave a Comment / Operations / Talib Askari

Cross-system automation fails when rollbacks are weak. Use sagas, a central append-only state, idempotent retries and human undo playbooks so you can recover

How to rollback multi-system automations without wrecking ops Read More »

Design human-in-the-loop for predictable exception handling

Design human-in-the-loop for predictable exception handling

Leave a Comment / Automation / Talib Askari

When exceptions require humans, design a bounded intake queue, batching, SLAs and staged automation so alerts stay predictable and you avoid unnecessary

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Desktop RPA Usually Costs Less Than Cloud LLM for Fixed UI Processes

Desktop RPA Usually Costs Less Than Cloud LLM for Fixed UI Processes

Leave a Comment / Automation / Talib Askari

Compare desktop RPA, cloud model calls and local hosting across 24 months. I show costs and failure modes so you can pick the cheaper, more reliable option and

Desktop RPA Usually Costs Less Than Cloud LLM for Fixed UI Processes Read More »

Acceptance tests that catch LLM semantic errors in finance

Acceptance tests that catch LLM semantic errors in finance

Leave a Comment / Automation / Talib Askari

Stop silent semantic errors in finance automations by requiring contract-bound acceptance tests—adversarial cases, provenance, business-rule tests and SLAs—so

Acceptance tests that catch LLM semantic errors in finance Read More »

Export Automations Before Vendor Acquisition or Lose Control

Export Automations Before Vendor Acquisition or Lose Control

Leave a Comment / Automation / Talib Askari

Vendor acquisition can break your automations. Require runnable exports, credential portability and contractual holdbacks, then validate in staging to keep

Export Automations Before Vendor Acquisition or Lose Control Read More »

Reduce senior burnout with small automations

Reduce senior burnout with small automations

Leave a Comment / Operations / Talib Askari

Find and build small automations that remove senior cognitive work, reduce after-hours effort and cut escalations so senior staff keep strategic time.

Reduce senior burnout with small automations Read More »

Automate employee expense claims into your ledger

Automate employee expense claims into your ledger

Leave a Comment / Automation / Talib Askari

Stop month‑end rekeying by adding a fixed‑scope connector that captures receipts, validates claims, routes exceptions and posts into your ledger. Fast pilot

Automate employee expense claims into your ledger Read More »

Automate supplier onboarding without buying new software

Automate supplier onboarding without buying new software

Leave a Comment / Automation / Talib Askari

Stop re-keying and missed documents by wiring your ERP, web form and e-sign tool with small routines. A practical plan, ownership steps and a five-week pilot

Automate supplier onboarding without buying new software Read More »

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