AI & Automation
AI Video Generation that holds up under real users.
We focus on templated video output for social and ads — brand-locked. Written scope, your stack, weekly demos — no account-manager layer.
Leadership wants AI in the product but ai video generation — and the fix isn't another generic agency retainer. We scope to 4-6 weeks for customer-facing AI with evals, using Azure OpenAI and Redis in your stack where it makes sense. Weekly demos and a written cut line for what ships now versus later.
Fine-tuning before retrieval is usually backwards for internal knowledge bases.
We won't train on customer data without explicit access boundaries.
Who this is for
- -Founders who need ai video generation scoped before the next fundraise narrative.
- -Product leads adding ai video generation with evals — not demo-day features.
- -Support or ops managers automating repeat work via ai video generation.
- -Teams that tried a chatbot hackathon and need ai video generation in production.
Problems we solve
- -AI Video Generation estimates balloon because acceptance criteria were never written.
- -A previous vendor shipped ai video generation that broke on edge cases in week two.
- -Your team lacks bandwidth to own ai video generation while shipping the core product.
- -Integrations around Azure OpenAI are fragile and nobody owns on-call.
- -Stakeholders disagree on what "ai video generation done" means — so nothing ships.
What we deliver
- -Written scope for ai video generation with explicit in/out of scope
- -Weekly demo — live or recorded — with decisions logged
- -Acceptance checklist signed before production launch
- -Runbook for the failure modes we expect in month one
- -Handoff doc so your team can maintain without us
- -Working implementation in your repo using Azure OpenAI and Redis
How we work
- 1.Audit: existing Azure OpenAI setup and failure modes
- 2.Design: approach, risks, and test plan before code
- 3.Implement: focused build with explicit done criteria
- 4.Validate: staging sign-off, then production with rollback plan
Why Futurebits
- -Weekly demos with written decisions — not status decks.
- -Stack-first: we start with Azure OpenAI unless the audit says otherwise.
- -Direct access to the people writing code or design files.
Frequently asked questions
What does the first week of AI Video Generation look like?
Access, repo setup, and a written scope draft. No build until you sign off on cut lines and the metric we're targeting.
Do you work with our existing Azure OpenAI or Redis setup?
Yes, when it's sane. We audit first and tell you if something needs replacing — we won't rip out working infra for sport.
What if we already started AI Video Generation in-house?
We pick up from current state, document what's there, and focus on what's blocking launch — not a rewrite unless necessary.
How is AI Video Generation priced?
Fixed scope for sprints (4-6 weeks for customer-facing AI with evals). Broader work runs as a pod with weekly demos. We quote after a 30-minute scoping call.
What do you need from us to start?
One decision-maker, repo or staging access, and honest constraints (timeline, budget, stack). Existing docs help but aren't required.
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