[ AI dynamic pricing ]
Set Each Price From Demand, Stock and Competition, Not Guesswork
We build pricing models that learn how demand responds to price, track competitors and inventory, and recommend prices inside the floors, ceilings and rules your team controls.
- Floors, ceilings and margin rules you set
- Guardrails
- Floors, ceilings and margin rules you set
- Price changes proven with experiments
- Tested
- Price changes proven with experiments
- Automatic or human sign-off, your choice
- Approved
- Automatic or human sign-off, your choice

Sparkling water, 6 pack (example)
Expected revenue by price
Recommended $12.64, inside your guardrails
How We Build Your Pricing System
We start with recommendations your team approves, then automate where results are proven.
- 1
Pricing audit
We review price history, sales, costs and competitor data to see where elasticity can be measured.
Pricing opportunity map
- 2
Elasticity models
Demand response to price is modeled by product group, season and channel.
Elasticity estimates
- 3
Rules and recommendations
Prices are optimized for your goal within the guardrails you set.
Recommended prices
- 4
Experiments and rollout
Controlled tests prove the gain before recommendations go live automatically.
Live pricing with results
Why Static Prices Leave Money on the Table
Prices set once a quarter cannot keep up with demand, stock or competitors.
- 01
Underpricing in peaks
High-demand periods sell out at prices that could have been higher.
- 02
Overpricing in lulls
Slow periods leave stock unsold until a deep markdown.
- 03
Competitor blind spots
Rivals change prices daily while your team checks weekly.
- 04
Manual repricing
Updating thousands of SKUs by hand is slow and error-prone.
What the System Does
Pricing power with control kept in your hands.
Elasticity modeling
How each product or group responds to price changes.
What We Measure With You
Targets are set per product group; results are measured with controlled experiments.
- 01
- Revenue
- Revenue per product group against control
- 02
- Gross margin
- Margin after price changes
- 03
- Sell-through
- Stock sold before markdown or expiry
- 04
- Price index
- Your price position against key competitors
Where It Fits

Your Team Sets the Limits. The Model Works Inside Them.
Floors, ceilings and margin rules come first, then controlled experiments show the real effect of every change.
Book a Pricing CallPricing Stack
Models, experiments and a pricing console for your team.
Models
- scikit-learn
- XGBoost
- PyMC
- Reinforcement learning
Data
- PostgreSQL
- Snowflake
- dbt
- Apache Kafka
Serving
- FastAPI
- Redis
- Docker
Apps
- React dashboard
- Shopify
- Magento
Dynamic Pricing Cost
Indicative starting prices. Competitor data feeds are billed separately.
Get a Fixed QuotePricing assessment
Data audit and elasticity study for one product group
3 to 4 weeks
from$3,500
Pricing engine
Recommendations, guardrails, console and experiments
8 to 12 weeks
from$15,000
Automated pricing
Catalog-wide pricing with competitor feeds and automation
4 to 6 months
from$40,000
What Commercial Teams Say
Rated 4.9/5 on average across the platforms clients review us on.
Clutch5.0
GoodFirms5.0- Google5.0
- Upwork4.9
I had the pleasure of working with Sajal Tech on a travel website, and it was an incredible experience from start to finish. They demonstrated professionalism, clear understanding of requirements, and excellent communication throughout.
Dynamic Pricing Questions
Still deciding? A 30-minute call usually answers the rest.
Ask Us DirectlyOnly if you choose that. Most clients start with recommendations their team approves, then automate the groups where results are proven.
Yes. Floors, ceilings, margin targets, maximum change per day and rules for key items are all set by your team.
Through data providers, marketplace APIs or approved collection methods, depending on your market.
Rules vary by country and sector. We design to your legal guidance and can limit pricing to channel, region or time.
We run controlled experiments that compare optimized prices with a control group, so gains are measured, not assumed.
In your cloud account. We work under NDA and follow ISO 27001 practices.
Let's build your next product together
Book a free strategy call and leave with a clear plan and estimate. No commitment.
- 01Pick a time that suits you
- 0230 minutes on scope, stack, timeline and budget
- 03Fixed-price proposal, NDA on request